The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Apr. 16, 2024
Filed:
Apr. 20, 2021
Hyundai Motor Company, Seoul, KR;
Kia Corporation, Seoul, KR;
Sookmyung Women's University Industry-academic Cooperation Foundation, Seoul, KR;
Jong Ho Park, Incheon, KR;
Chang Gon Kim, Seoul, KR;
Chul Woo Jung, Yongin-si, KR;
Sang Min Lee, Seoul, KR;
Min Kyoo Kang, Seongnam-si, KR;
Ji Un Lee, Seoul, KR;
Kwang Hyeon Hwang, Seoul, KR;
Nam Woo Kang, Yongin-si, KR;
So Young Yoo, Seoul, KR;
Seong Sin Kim, Seoul, KR;
Sung Hee Lee, Seoul, KR;
HYUNDAI MOTOR COMPANY, Seoul, KR;
KIA CORPORATION, Seoul, KR;
SOOKMYUNG WOMEN'S UNIVERSITY INDUSTRY-ACADEMIC COOPERATION FOUNDATION, Seoul, KR;
Abstract
An apparatus for predicting performance of a wheel in a vehicle: includes a learning device that generates a latent space for a plurality of two-dimensional (2D) wheel images based on a convolutional autoencoder (CAE), extracts a predetermined number of the plurality of 2D wheel images from the latent space, and learns a dataset having the plurality of 2D wheel images and performance values corresponding to the plurality of 2D wheel images; and a controller that predicts performance for the plurality of 2D wheel images based on a performance prediction model obtained by the learning device.